Most firms adopt AI and hope the compliance question never comes. Serra builds for the opposite case. The Regulator Test is a simple bar: every AI workflow has to answer the question an ESMA, FCA, or SEC reviewer would actually ask, before the reviewer asks it. If a workflow can’t answer it on demand, it doesn’t ship.
For a regulated wealth firm this is the difference between AI as a liability and AI as an asset. A model that produces a client number nobody can trace is a finding waiting to happen. A model whose output was validated, owned, and logged is defensible in a room full of examiners.
What makes a workflow pass
- Validated output: The output is checked against a source before anyone relies on it.
- A named human owner: Accountability never dissolves into “the system did it.”
- Contained client data: Data stays in confidential-by-design infrastructure — never a training set or a third-party tool.
- A reconstructable audit trail: The firm can replay exactly what happened, when, and on whose sign-off.
Think of it the way you’d think about a launch. The rocket runs on complex automation, but the failsafes are what let you trust it off the pad.
This is process and tooling guidance, not investment advice.